Package org.hipparchus.stat.regression
Statistical routines involving multivariate data.
-
Interface Summary Interface Description MultipleLinearRegression The multiple linear regression can be represented in matrix-notation.UpdatingMultipleLinearRegression An interface for regression models allowing for dynamic updating of the data. -
Class Summary Class Description AbstractMultipleLinearRegression Abstract base class for implementations of MultipleLinearRegression.GLSMultipleLinearRegression The GLS implementation of multiple linear regression.MillerUpdatingRegression This class is a concrete implementation of theUpdatingMultipleLinearRegression
interface.OLSMultipleLinearRegression Implements ordinary least squares (OLS) to estimate the parameters of a multiple linear regression model.RegressionResults Results of a Multiple Linear Regression model fit.SimpleRegression Estimates an ordinary least squares regression model with one independent variable.